Online eigenvector transformation reflecting concept drift for improving network intrusion detection.
Seongchul ParkSanghyun SeoChanghoon JeongJuntae KimPublished in: Expert Syst. J. Knowl. Eng. (2020)
Keyphrases
- network intrusion detection
- concept drift
- network anomaly detection
- intrusion detection
- anomaly detection
- data streams
- streaming data
- network intrusion
- drift detection
- non stationary
- intrusion detection system
- network traffic
- stream clustering
- fraud detection
- change detection
- data distribution
- drifting concepts
- data stream classification
- classification algorithm
- text categorization
- batch learning
- data mining
- databases